Natural Language Processing Developer
3 days ago
Luminogics, a global technology innovation company, is seeking an experienced Natural Language Processing Developer to join our team and lead the development of custom large language models (LLMs) tailored to our specific business needs. The ideal candidate will possess a strong background in machine learning, natural language processing, and software development, along with a passion for innovation in AI technology.
Responsibilities- Design, develop, and implement custom LLMs that align with the strategic goals of the organization.
- Fine-tune pre-existing models on domain-specific datasets to enhance performance and relevance.
- Collect, preprocess, and curate high-quality datasets for training and evaluating LLMs.
- Implement data augmentation and cleaning techniques to improve data quality.
- Conduct experiments to optimize model architectures and hyperparameters for improved accuracy and efficiency.
- Develop metrics and benchmarks to evaluate model performance, ensuring they meet defined KPIs.
- Conduct regular assessments and iterative improvements based on feedback and testing.
- Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, or a related field.
- Proven experience in developing and deploying LLMs or similar AI models.
- Strong programming skills in Python, along with experience in machine learning frameworks such as TensorFlow, PyTorch, or Hugging Face Transformers.
- Solid understanding of natural language processing concepts and techniques.
- Experience with data management and preprocessing techniques for NLP tasks.
- Familiarity with cloud platforms (AWS, Google Cloud, Azure) and tools for model training and deployment.
- Excellent problem-solving skills and ability to work independently as well as in a team-oriented environment.
- Strong communication skills, both verbal and written.
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